Evidence-first guidance for evaluating private enterprise AI, cited answers, deployment and regulated document workflows.https://marella.ai/en-gbhttps://marella.ai/blog/posts/how-accurate-is-ai-on-legal-questions/https://marella.ai/blog/posts/how-accurate-is-ai-on-legal-questions/An accuracy figure means little without the corpus and the questions behind it. What to measure instead, and why the no-answer cases tell you most.Tue, 11 Aug 2026 00:00:00 GMThttps://marella.ai/blog/posts/how-ai-reads-a-legal-document/https://marella.ai/blog/posts/how-ai-reads-a-legal-document/The model is the fifth stage of five, and rarely the one that decides whether an answer is any good. What happens before it, and where each step falls over.Tue, 11 Aug 2026 00:00:00 GMThttps://marella.ai/blog/posts/privilege-information-barriers-and-ai/https://marella.ai/blog/posts/privilege-information-barriers-and-ai/Vendors answer the information barrier question in one sentence about permissions. That sentence covers three architectures that do not protect you equally.Tue, 11 Aug 2026 00:00:00 GMThttps://marella.ai/blog/posts/what-in-house-legal-teams-need-from-ai/https://marella.ai/blog/posts/what-in-house-legal-teams-need-from-ai/The in-house bottleneck is usually finding what you already agreed, not drafting faster. Most of the market is built to sell against the other problem.Tue, 11 Aug 2026 00:00:00 GMThttps://marella.ai/blog/posts/what-iso-27001-tells-you-about-an-ai-vendor/https://marella.ai/blog/posts/what-iso-27001-tells-you-about-an-ai-vendor/ISO 27001 is a security claim you can verify before signing. What the certificate covers, what it leaves out, and which questions to ask an AI vendor.Wed, 01 Jul 2026 00:00:00 GMThttps://marella.ai/blog/posts/private-rag-explained/https://marella.ai/blog/posts/private-rag-explained/Private RAG is not a standard assurance label. Which boundaries to check on retrieval, on hosting and on your own data before you sign anything.Wed, 17 Jun 2026 00:00:00 GMThttps://marella.ai/blog/posts/cited-answers-beat-confident-answers/https://marella.ai/blog/posts/cited-answers-beat-confident-answers/A citation makes an AI answer checkable, but its presence does not prove the answer is right. How to test what one supports before you rely on it.Thu, 28 May 2026 00:00:00 GMT